=========================================================================
2025-07-25 16:25:23 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-07-25 16:25:25,377 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-25 16:25:25,731 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-21, end_day=2025-07-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-21 C 2332.86 ... -0.005941 c2509 c
1 2025-07-21 A 4295.0 ... -0.027707 a2509 a
2 2025-07-21 M 2974.0 ... 0.028581 m2509 m
3 2025-07-21 Y 8364.0 ... -0.028694 y2509 y
4 2025-07-21 P 9046.0 ... -0.009728 p2509 p
5 2025-07-21 JD 3275.0 ... 0.106565 jd2509 jd
6 2025-07-21 L 7383.33 ... -0.014537 l2509 l
7 2025-07-21 V 4837.0 ... 0.048791 v2509 v
8 2025-07-21 PP 7313.33 ... -0.032588 pp2509 pp
9 2025-07-21 JM 1281.25 ... -0.242146 jm2509 jm
10 2025-07-21 I 799.11 ... 0.004868 i2509 i
11 2025-07-21 EG 4431.67 ... -0.006244 eg2509 eg
12 2025-07-21 EB 7856.0 ... -0.061736 eb2509 eb
13 2025-07-21 PG 4807.5 ... -0.163599 pg2509 pg
14 2025-07-21 LH 14480.0 ... -0.008978 lh2509 lh
15 2025-07-21 BZ 5858.67 ... 0.061504 bz2603 bz
16 2025-07-21 CF 15596.33 ... -0.088888 CF509 CF
17 2025-07-21 SR 6046.67 ... -0.034179 SR509 SR
18 2025-07-21 TA 4825.0 ... -0.010155 TA509 TA
19 2025-07-21 OI 9681.67 ... -0.008745 OI509 OI
20 2025-07-21 MA 2405.0 ... -0.002495 MA509 MA
21 2025-07-21 FG 1174.4 ... -0.025034 FG509 FG
22 2025-07-21 RM 2675.0 ... 0.019439 RM509 RM
23 2025-07-21 SF 5221.43 ... 0.084377 SF509 SF
24 2025-07-21 SM 5692.0 ... 0.037948 SM509 SM
25 2025-07-21 CY 23275.0 ... -0.121375 CY509 CY
26 2025-07-21 UR 1830.0 ... -0.012568 UR509 UR
27 2025-07-21 SA 1250.0 ... 0.0184 SA509 SA
28 2025-07-21 PF 6610.42 ... -0.028503 PF509 PF
29 2025-07-21 PX 7250.0 ... -0.055172 PX509 PX
30 2025-07-21 SH 863.0 ... 1.96292 SH509 SH
31 2025-07-21 PR 6040.0 ... -0.010596 PR509 PR
32 2025-07-21 CU 79651.67 ... -0.004917 cu2509 cu
33 2025-07-21 AL 20906.67 ... -0.007733 al2509 al
34 2025-07-21 ZN 22814.0 ... -0.001271 zn2509 zn
35 2025-07-21 PB 16862.5 ... 0.004299 pb2508 pb
36 2025-07-21 NI 123350.0 ... -0.011998 ni2509 ni
37 2025-07-21 SN 267362.5 ... -0.00547 sn2509 sn
38 2025-07-21 AU 776.15 ... 0.004754 au2510 au
39 2025-07-21 AG 9203.67 ... 0.004925 ag2510 ag
40 2025-07-21 RB 3234.0 ... -0.008349 rb2510 rb
41 2025-07-21 WR 3445.0 ... 0.015385 wr2510 wr
42 2025-07-21 HC 3406.67 ... -0.007535 hc2510 hc
43 2025-07-21 FU 5312.5 ... -0.450165 fu2509 fu
44 2025-07-21 BU 3720.0 ... -0.01586 bu2509 bu
45 2025-07-21 RU 14941.67 ... -0.002789 ru2509 ru
46 2025-07-21 SP 5950.0 ... -0.104538 sp2509 sp
47 2025-07-21 SS 12955.0 ... -0.006561 ss2509 ss
48 2025-07-21 BR 12070.0 ... -0.014499 br2509 br
49 2025-07-21 SI 9620.0 ... -0.053015 SI2509 si
50 2025-07-21 LC 65033.33 ... 0.091133 LC2509 lc
51 2025-07-21 PS 42000.0 ... 0.072738 PS2509 ps
[52 rows x 15 columns]
2025-07-25 16:25:26,089 - future_1d - INFO - save future_spot 2025-07-21 completed
2025-07-25 16:25:32,663 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-22, end_day=2025-07-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-22 C 2338.57 ... -0.005803 c2509 c
1 2025-07-22 A 4295.0 ... -0.019092 a2509 a
2 2025-07-22 M 2990.0 ... 0.028763 m2509 m
3 2025-07-22 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-22 P 8994.0 ... -0.007338 p2509 p
5 2025-07-22 JD 3300.0 ... 0.098182 jd2509 jd
6 2025-07-22 L 7388.33 ... -0.011143 l2509 l
7 2025-07-22 V 4911.0 ... 0.055997 v2509 v
8 2025-07-22 PP 7291.67 ... -0.024366 pp2509 pp
9 2025-07-22 JM 1301.25 ... -0.213833 jm2509 jm
10 2025-07-22 I 798.89 ... 0.022669 i2509 i
11 2025-07-22 EG 4436.67 ... -0.001503 eg2509 eg
12 2025-07-22 EB 7860.0 ... -0.054835 eb2509 eb
13 2025-07-22 PG 4782.5 ... -0.16759 pg2509 pg
14 2025-07-22 LH 14450.0 ... -0.00692 lh2509 lh
15 2025-07-22 BZ 5858.67 ... 0.064747 bz2603 bz
16 2025-07-22 CF 15549.0 ... -0.088366 CF509 CF
17 2025-07-22 SR 6043.33 ... -0.036127 SR509 SR
18 2025-07-22 TA 4817.0 ... -0.009342 TA509 TA
19 2025-07-22 OI 9586.67 ... -0.007267 OI509 OI
20 2025-07-22 MA 2433.33 ... -0.003423 MA509 MA
21 2025-07-22 FG 1180.0 ... 0.019492 FG509 FG
22 2025-07-22 RM 2690.0 ... 0.013383 RM509 RM
23 2025-07-22 SF 5382.86 ... 0.073779 SF509 SF
24 2025-07-22 SM 5726.0 ... 0.040866 SM509 SM
25 2025-07-22 CY 23450.0 ... -0.13049 CY509 CY
26 2025-07-22 UR 1835.0 ... -0.015804 UR509 UR
27 2025-07-22 SA 1250.0 ... 0.0632 SA509 SA
28 2025-07-22 PF 6592.08 ... -0.024587 PF509 PF
29 2025-07-22 PX 7250.0 ... -0.054897 PX509 PX
30 2025-07-22 SH 861.0 ... 2.039489 SH509 SH
31 2025-07-22 PR 6020.0 ... -0.006645 PR509 PR
32 2025-07-22 CU 79766.67 ... -0.001463 cu2509 cu
33 2025-07-22 AL 20950.0 ... -0.004296 al2509 al
34 2025-07-22 ZN 22770.0 ... 0.003953 zn2509 zn
35 2025-07-22 PB 16806.25 ... 0.007066 pb2509 pb
36 2025-07-22 NI 123783.33 ... -0.002774 ni2509 ni
37 2025-07-22 SN 266600.0 ... 0.003863 sn2509 sn
38 2025-07-22 AU 781.07 ... 0.006056 au2510 au
39 2025-07-22 AG 9328.67 ... 0.005824 ag2510 ag
40 2025-07-22 RB 3297.0 ... -0.010009 rb2510 rb
41 2025-07-22 WR 3497.5 ... 0.025876 wr2510 wr
42 2025-07-22 HC 3446.67 ... -0.004546 hc2510 hc
43 2025-07-22 FU 5312.5 ... -0.454306 fu2509 fu
44 2025-07-22 BU 3723.33 ... -0.030169 bu2509 bu
45 2025-07-22 RU 15108.33 ... -0.005185 ru2509 ru
46 2025-07-22 SP 5923.33 ... -0.098142 sp2509 sp
47 2025-07-22 SS 12955.0 ... -0.005017 ss2509 ss
48 2025-07-22 BR 12110.0 ... -0.007019 br2509 br
49 2025-07-22 SI 9840.0 ... -0.037602 SI2509 si
50 2025-07-22 LC 66266.67 ... 0.091348 LC2509 lc
51 2025-07-22 PS 42000.0 ... 0.130238 PS2509 ps
[52 rows x 15 columns]
2025-07-25 16:25:32,823 - future_1d - INFO - save future_spot 2025-07-22 completed
2025-07-25 16:25:40,377 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-23, end_day=2025-07-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-23 C 2340.0 ... -0.012393 c2509 c
1 2025-07-23 A 4295.0 ... -0.015367 a2509 a
2 2025-07-23 M 3024.0 ... 0.02381 m2509 m
3 2025-07-23 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-23 P 9048.0 ... -0.007073 p2509 p
5 2025-07-23 JD 3375.0 ... 0.080296 jd2509 jd
6 2025-07-23 L 7405.0 ... -0.011479 l2509 l
7 2025-07-23 V 4907.0 ... 0.058488 v2509 v
8 2025-07-23 PP 7303.33 ... -0.024281 pp2509 pp
9 2025-07-23 JM 1301.25 ... -0.146974 jm2509 jm
10 2025-07-23 I 798.89 ... 0.020791 i2509 i
11 2025-07-23 EG 4436.67 ... 0.000751 eg2509 eg
12 2025-07-23 EB 7754.0 ... -0.041398 eb2509 eb
13 2025-07-23 PG 4770.0 ... -0.167296 pg2509 pg
14 2025-07-23 LH 14420.0 ... 0.019071 lh2509 lh
15 2025-07-23 BZ 5865.33 ... 0.06081 bz2603 bz
16 2025-07-23 CF 15551.33 ... -0.085609 CF509 CF
17 2025-07-23 SR 6050.0 ... -0.037025 SR509 SR
18 2025-07-23 TA 4831.34 ... -0.004831 TA509 TA
19 2025-07-23 OI 9570.0 ... -0.012435 OI509 OI
20 2025-07-23 MA 2404.17 ... 0.010744 MA509 MA
21 2025-07-23 FG 1210.4 ... 0.01041 FG509 FG
22 2025-07-23 RM 2700.0 ... 0.02 RM509 RM
23 2025-07-23 SF 5495.71 ... 0.063375 SF509 SF
24 2025-07-23 SM 5770.0 ... 0.032236 SM509 SM
25 2025-07-23 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-23 UR 1835.0 ... -0.025613 UR509 UR
27 2025-07-23 SA 1270.0 ... 0.062205 SA509 SA
28 2025-07-23 PF 6601.67 ... -0.019036 PF509 PF
29 2025-07-23 PX 7250.0 ... -0.049655 PX509 PX
30 2025-07-23 SH 861.0 ... 2.058072 SH509 SH
31 2025-07-23 PR 6020.0 ... -0.001329 PR509 PR
32 2025-07-23 CU 79861.67 ... -0.000647 cu2509 cu
33 2025-07-23 AL 20950.0 ... -0.005012 al2509 al
34 2025-07-23 ZN 22818.0 ... 0.003813 zn2509 zn
35 2025-07-23 PB 16806.25 ... 0.005876 pb2509 pb
36 2025-07-23 NI 124416.67 ... -0.007046 ni2509 ni
37 2025-07-23 SN 269150.0 ... 0.000037 sn2509 sn
38 2025-07-23 AU 781.07 ... 0.013225 au2510 au
39 2025-07-23 AG 9328.67 ... 0.014614 ag2510 ag
40 2025-07-23 RB 3302.5 ... -0.005905 rb2510 rb
41 2025-07-23 WR 3497.5 ... 0.032452 wr2510 wr
42 2025-07-23 HC 3470.0 ... -0.007493 hc2510 hc
43 2025-07-23 FU 5275.0 ... -0.454218 fu2509 fu
44 2025-07-23 BU 3710.0 ... -0.026415 bu2509 bu
45 2025-07-23 RU 15066.67 ... -0.003429 ru2509 ru
46 2025-07-23 SP 5950.0 ... -0.088403 sp2509 sp
47 2025-07-23 SS 13030.0 ... -0.006523 ss2509 ss
48 2025-07-23 BR 12110.0 ... -0.009083 br2509 br
49 2025-07-23 SI 10080.0 ... -0.036706 SI2509 si
50 2025-07-23 LC 67266.67 ... 0.063231 LC2509 lc
51 2025-07-23 PS 42000.0 ... 0.217381 PS2509 ps
[52 rows x 15 columns]
2025-07-25 16:25:40,537 - future_1d - INFO - save future_spot 2025-07-23 completed
2025-07-25 16:25:48,303 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-24, end_day=2025-07-24) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-24 C 2340.0 ... -0.009402 c2509 c
1 2025-07-24 A 4295.0 ... -0.020722 a2509 a
2 2025-07-24 M 2980.0 ... 0.02047 m2509 m
3 2025-07-24 Y 8414.0 ... -0.035893 y2509 y
4 2025-07-24 P 9172.0 ... -0.016354 p2509 p
5 2025-07-24 JD 3440.0 ... 0.056395 jd2509 jd
6 2025-07-24 L 7401.67 ... -0.008467 l2509 l
7 2025-07-24 V 4918.0 ... 0.058764 v2509 v
8 2025-07-24 PP 7295.0 ... -0.020014 pp2509 pp
9 2025-07-24 JM 1321.25 ... -0.117502 jm2509 jm
10 2025-07-24 I 800.44 ... 0.013817 i2509 i
11 2025-07-24 EG 4443.33 ... 0.005777 eg2509 eg
12 2025-07-24 EB 7744.0 ... -0.043647 eb2509 eb
13 2025-07-24 PG 4750.0 ... -0.159158 pg2509 pg
14 2025-07-24 LH 14380.0 ... -0.002434 lh2509 lh
15 2025-07-24 BZ 5878.67 ... 0.058233 bz2603 bz
16 2025-07-24 CF 15573.5 ... -0.090763 CF509 CF
17 2025-07-24 SR 6043.33 ... -0.031494 SR509 SR
18 2025-07-24 TA 4831.34 ... -0.003589 TA509 TA
19 2025-07-24 OI 9590.0 ... -0.013347 OI509 OI
20 2025-07-24 MA 2459.17 ... 0.002371 MA509 MA
21 2025-07-24 FG 1216.0 ... 0.037007 FG509 FG
22 2025-07-24 RM 2630.0 ... 0.028897 RM509 RM
23 2025-07-24 SF 5452.86 ... 0.056693 SF509 SF
24 2025-07-24 SM 5710.0 ... 0.03993 SM509 SM
25 2025-07-24 CY 23450.0 ... -0.132196 CY509 CY
26 2025-07-24 UR 1832.5 ... -0.027558 UR509 UR
27 2025-07-24 SA 1272.5 ... 0.071906 SA509 SA
28 2025-07-24 PF 6599.17 ... -0.019271 PF509 PF
29 2025-07-24 PX 7250.0 ... -0.048 PX509 PX
30 2025-07-24 SH 861.0 ... 2.095238 SH509 SH
31 2025-07-24 PR 6052.5 ... -0.0057 PR509 PR
32 2025-07-24 CU 79820.0 ... 0.000251 cu2509 cu
33 2025-07-24 AL 20856.67 ... -0.005834 al2509 al
34 2025-07-24 ZN 22852.0 ... 0.005601 zn2509 zn
35 2025-07-24 PB 16768.75 ... 0.007231 pb2509 pb
36 2025-07-24 NI 125000.0 ... -0.00768 ni2509 ni
37 2025-07-24 SN 273025.0 ... 0.003278 sn2509 sn
38 2025-07-24 AU 787.99 ... -0.004784 au2510 au
39 2025-07-24 AG 9420.0 ... 0.000106 ag2510 ag
40 2025-07-24 RB 3349.5 ... -0.020749 rb2510 rb
41 2025-07-24 WR 3497.5 ... 0.013867 wr2510 wr
42 2025-07-24 HC 3476.67 ... -0.010835 hc2510 hc
43 2025-07-24 FU 5275.0 ... -0.457441 fu2509 fu
44 2025-07-24 BU 3700.0 ... -0.030541 bu2509 bu
45 2025-07-24 RU 15291.67 ... -0.009918 ru2509 ru
46 2025-07-24 SP 5966.67 ... -0.097319 sp2509 sp
47 2025-07-24 SS 13030.0 ... -0.00921 ss2509 ss
48 2025-07-24 BR 12140.0 ... -0.007002 br2509 br
49 2025-07-24 SI 10180.0 ... -0.049116 SI2509 si
50 2025-07-24 LC 68833.33 ... 0.083196 LC2509 lc
51 2025-07-24 PS 46666.67 ... 0.1175 PS2509 ps
[52 rows x 15 columns]
2025-07-25 16:25:48,467 - future_1d - INFO - save future_spot 2025-07-24 completed
2025-07-25 16:25:58,323 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-25, end_day=2025-07-25) done
2025-07-25 16:25:58,342 - future_1d - INFO - save future_spot 2025-07-25 failed
=========================================================================
2025-07-25 18:25:48 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-07-25 18:25:50,159 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-25 18:25:50,483 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-21, end_day=2025-07-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-21 C 2332.86 ... -0.005941 c2509 c
1 2025-07-21 A 4295.0 ... -0.027707 a2509 a
2 2025-07-21 M 2974.0 ... 0.028581 m2509 m
3 2025-07-21 Y 8364.0 ... -0.028694 y2509 y
4 2025-07-21 P 9046.0 ... -0.009728 p2509 p
5 2025-07-21 JD 3275.0 ... 0.106565 jd2509 jd
6 2025-07-21 L 7383.33 ... -0.014537 l2509 l
7 2025-07-21 V 4837.0 ... 0.048791 v2509 v
8 2025-07-21 PP 7313.33 ... -0.032588 pp2509 pp
9 2025-07-21 JM 1281.25 ... -0.242146 jm2509 jm
10 2025-07-21 I 799.11 ... 0.004868 i2509 i
11 2025-07-21 EG 4431.67 ... -0.006244 eg2509 eg
12 2025-07-21 EB 7856.0 ... -0.061736 eb2509 eb
13 2025-07-21 PG 4807.5 ... -0.163599 pg2509 pg
14 2025-07-21 LH 14480.0 ... -0.008978 lh2509 lh
15 2025-07-21 BZ 5858.67 ... 0.061504 bz2603 bz
16 2025-07-21 CF 15596.33 ... -0.088888 CF509 CF
17 2025-07-21 SR 6046.67 ... -0.034179 SR509 SR
18 2025-07-21 TA 4825.0 ... -0.010155 TA509 TA
19 2025-07-21 OI 9681.67 ... -0.008745 OI509 OI
20 2025-07-21 MA 2405.0 ... -0.002495 MA509 MA
21 2025-07-21 FG 1174.4 ... -0.025034 FG509 FG
22 2025-07-21 RM 2675.0 ... 0.019439 RM509 RM
23 2025-07-21 SF 5221.43 ... 0.084377 SF509 SF
24 2025-07-21 SM 5692.0 ... 0.037948 SM509 SM
25 2025-07-21 CY 23275.0 ... -0.121375 CY509 CY
26 2025-07-21 UR 1830.0 ... -0.012568 UR509 UR
27 2025-07-21 SA 1250.0 ... 0.0184 SA509 SA
28 2025-07-21 PF 6610.42 ... -0.028503 PF509 PF
29 2025-07-21 PX 7250.0 ... -0.055172 PX509 PX
30 2025-07-21 SH 863.0 ... 1.96292 SH509 SH
31 2025-07-21 PR 6040.0 ... -0.010596 PR509 PR
32 2025-07-21 CU 79651.67 ... -0.004917 cu2509 cu
33 2025-07-21 AL 20906.67 ... -0.007733 al2509 al
34 2025-07-21 ZN 22814.0 ... -0.001271 zn2509 zn
35 2025-07-21 PB 16862.5 ... 0.004299 pb2508 pb
36 2025-07-21 NI 123350.0 ... -0.011998 ni2509 ni
37 2025-07-21 SN 267362.5 ... -0.00547 sn2509 sn
38 2025-07-21 AU 776.15 ... 0.004754 au2510 au
39 2025-07-21 AG 9203.67 ... 0.004925 ag2510 ag
40 2025-07-21 RB 3234.0 ... -0.008349 rb2510 rb
41 2025-07-21 WR 3445.0 ... 0.015385 wr2510 wr
42 2025-07-21 HC 3406.67 ... -0.007535 hc2510 hc
43 2025-07-21 FU 5312.5 ... -0.450165 fu2509 fu
44 2025-07-21 BU 3720.0 ... -0.01586 bu2509 bu
45 2025-07-21 RU 14941.67 ... -0.002789 ru2509 ru
46 2025-07-21 SP 5950.0 ... -0.104538 sp2509 sp
47 2025-07-21 SS 12955.0 ... -0.006561 ss2509 ss
48 2025-07-21 BR 12070.0 ... -0.014499 br2509 br
49 2025-07-21 SI 9620.0 ... -0.053015 SI2509 si
50 2025-07-21 LC 65033.33 ... 0.091133 LC2509 lc
51 2025-07-21 PS 42000.0 ... 0.072738 PS2509 ps
[52 rows x 15 columns]
2025-07-25 18:25:50,661 - future_1d - INFO - save future_spot 2025-07-21 completed
2025-07-25 18:25:57,523 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-22, end_day=2025-07-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-22 C 2338.57 ... -0.005803 c2509 c
1 2025-07-22 A 4295.0 ... -0.019092 a2509 a
2 2025-07-22 M 2990.0 ... 0.028763 m2509 m
3 2025-07-22 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-22 P 8994.0 ... -0.007338 p2509 p
5 2025-07-22 JD 3300.0 ... 0.098182 jd2509 jd
6 2025-07-22 L 7388.33 ... -0.011143 l2509 l
7 2025-07-22 V 4911.0 ... 0.055997 v2509 v
8 2025-07-22 PP 7291.67 ... -0.024366 pp2509 pp
9 2025-07-22 JM 1301.25 ... -0.213833 jm2509 jm
10 2025-07-22 I 798.89 ... 0.022669 i2509 i
11 2025-07-22 EG 4436.67 ... -0.001503 eg2509 eg
12 2025-07-22 EB 7860.0 ... -0.054835 eb2509 eb
13 2025-07-22 PG 4782.5 ... -0.16759 pg2509 pg
14 2025-07-22 LH 14450.0 ... -0.00692 lh2509 lh
15 2025-07-22 BZ 5858.67 ... 0.064747 bz2603 bz
16 2025-07-22 CF 15549.0 ... -0.088366 CF509 CF
17 2025-07-22 SR 6043.33 ... -0.036127 SR509 SR
18 2025-07-22 TA 4817.0 ... -0.009342 TA509 TA
19 2025-07-22 OI 9586.67 ... -0.007267 OI509 OI
20 2025-07-22 MA 2433.33 ... -0.003423 MA509 MA
21 2025-07-22 FG 1180.0 ... 0.019492 FG509 FG
22 2025-07-22 RM 2690.0 ... 0.013383 RM509 RM
23 2025-07-22 SF 5382.86 ... 0.073779 SF509 SF
24 2025-07-22 SM 5726.0 ... 0.040866 SM509 SM
25 2025-07-22 CY 23450.0 ... -0.13049 CY509 CY
26 2025-07-22 UR 1835.0 ... -0.015804 UR509 UR
27 2025-07-22 SA 1250.0 ... 0.0632 SA509 SA
28 2025-07-22 PF 6592.08 ... -0.024587 PF509 PF
29 2025-07-22 PX 7250.0 ... -0.054897 PX509 PX
30 2025-07-22 SH 861.0 ... 2.039489 SH509 SH
31 2025-07-22 PR 6020.0 ... -0.006645 PR509 PR
32 2025-07-22 CU 79766.67 ... -0.001463 cu2509 cu
33 2025-07-22 AL 20950.0 ... -0.004296 al2509 al
34 2025-07-22 ZN 22770.0 ... 0.003953 zn2509 zn
35 2025-07-22 PB 16806.25 ... 0.007066 pb2509 pb
36 2025-07-22 NI 123783.33 ... -0.002774 ni2509 ni
37 2025-07-22 SN 266600.0 ... 0.003863 sn2509 sn
38 2025-07-22 AU 781.07 ... 0.006056 au2510 au
39 2025-07-22 AG 9328.67 ... 0.005824 ag2510 ag
40 2025-07-22 RB 3297.0 ... -0.010009 rb2510 rb
41 2025-07-22 WR 3497.5 ... 0.025876 wr2510 wr
42 2025-07-22 HC 3446.67 ... -0.004546 hc2510 hc
43 2025-07-22 FU 5312.5 ... -0.454306 fu2509 fu
44 2025-07-22 BU 3723.33 ... -0.030169 bu2509 bu
45 2025-07-22 RU 15108.33 ... -0.005185 ru2509 ru
46 2025-07-22 SP 5923.33 ... -0.098142 sp2509 sp
47 2025-07-22 SS 12955.0 ... -0.005017 ss2509 ss
48 2025-07-22 BR 12110.0 ... -0.007019 br2509 br
49 2025-07-22 SI 9840.0 ... -0.037602 SI2509 si
50 2025-07-22 LC 66266.67 ... 0.091348 LC2509 lc
51 2025-07-22 PS 42000.0 ... 0.130238 PS2509 ps
[52 rows x 15 columns]
2025-07-25 18:25:57,679 - future_1d - INFO - save future_spot 2025-07-22 completed
2025-07-25 18:26:03,024 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-23, end_day=2025-07-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-23 C 2340.0 ... -0.012393 c2509 c
1 2025-07-23 A 4295.0 ... -0.015367 a2509 a
2 2025-07-23 M 3024.0 ... 0.02381 m2509 m
3 2025-07-23 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-23 P 9048.0 ... -0.007073 p2509 p
5 2025-07-23 JD 3375.0 ... 0.080296 jd2509 jd
6 2025-07-23 L 7405.0 ... -0.011479 l2509 l
7 2025-07-23 V 4907.0 ... 0.058488 v2509 v
8 2025-07-23 PP 7303.33 ... -0.024281 pp2509 pp
9 2025-07-23 JM 1301.25 ... -0.146974 jm2509 jm
10 2025-07-23 I 798.89 ... 0.020791 i2509 i
11 2025-07-23 EG 4436.67 ... 0.000751 eg2509 eg
12 2025-07-23 EB 7754.0 ... -0.041398 eb2509 eb
13 2025-07-23 PG 4770.0 ... -0.167296 pg2509 pg
14 2025-07-23 LH 14420.0 ... 0.019071 lh2509 lh
15 2025-07-23 BZ 5865.33 ... 0.06081 bz2603 bz
16 2025-07-23 CF 15551.33 ... -0.085609 CF509 CF
17 2025-07-23 SR 6050.0 ... -0.037025 SR509 SR
18 2025-07-23 TA 4831.34 ... -0.004831 TA509 TA
19 2025-07-23 OI 9570.0 ... -0.012435 OI509 OI
20 2025-07-23 MA 2404.17 ... 0.010744 MA509 MA
21 2025-07-23 FG 1210.4 ... 0.01041 FG509 FG
22 2025-07-23 RM 2700.0 ... 0.02 RM509 RM
23 2025-07-23 SF 5495.71 ... 0.063375 SF509 SF
24 2025-07-23 SM 5770.0 ... 0.032236 SM509 SM
25 2025-07-23 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-23 UR 1835.0 ... -0.025613 UR509 UR
27 2025-07-23 SA 1270.0 ... 0.062205 SA509 SA
28 2025-07-23 PF 6601.67 ... -0.019036 PF509 PF
29 2025-07-23 PX 7250.0 ... -0.049655 PX509 PX
30 2025-07-23 SH 861.0 ... 2.058072 SH509 SH
31 2025-07-23 PR 6020.0 ... -0.001329 PR509 PR
32 2025-07-23 CU 79861.67 ... -0.000647 cu2509 cu
33 2025-07-23 AL 20950.0 ... -0.005012 al2509 al
34 2025-07-23 ZN 22818.0 ... 0.003813 zn2509 zn
35 2025-07-23 PB 16806.25 ... 0.005876 pb2509 pb
36 2025-07-23 NI 124416.67 ... -0.007046 ni2509 ni
37 2025-07-23 SN 269150.0 ... 0.000037 sn2509 sn
38 2025-07-23 AU 781.07 ... 0.013225 au2510 au
39 2025-07-23 AG 9328.67 ... 0.014614 ag2510 ag
40 2025-07-23 RB 3302.5 ... -0.005905 rb2510 rb
41 2025-07-23 WR 3497.5 ... 0.032452 wr2510 wr
42 2025-07-23 HC 3470.0 ... -0.007493 hc2510 hc
43 2025-07-23 FU 5275.0 ... -0.454218 fu2509 fu
44 2025-07-23 BU 3710.0 ... -0.026415 bu2509 bu
45 2025-07-23 RU 15066.67 ... -0.003429 ru2509 ru
46 2025-07-23 SP 5950.0 ... -0.088403 sp2509 sp
47 2025-07-23 SS 13030.0 ... -0.006523 ss2509 ss
48 2025-07-23 BR 12110.0 ... -0.009083 br2509 br
49 2025-07-23 SI 10080.0 ... -0.036706 SI2509 si
50 2025-07-23 LC 67266.67 ... 0.063231 LC2509 lc
51 2025-07-23 PS 42000.0 ... 0.217381 PS2509 ps
[52 rows x 15 columns]
2025-07-25 18:26:03,186 - future_1d - INFO - save future_spot 2025-07-23 completed
2025-07-25 18:26:06,783 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-24, end_day=2025-07-24) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-24 C 2340.0 ... -0.009402 c2509 c
1 2025-07-24 A 4295.0 ... -0.020722 a2509 a
2 2025-07-24 M 2980.0 ... 0.02047 m2509 m
3 2025-07-24 Y 8414.0 ... -0.035893 y2509 y
4 2025-07-24 P 9172.0 ... -0.016354 p2509 p
5 2025-07-24 JD 3440.0 ... 0.056395 jd2509 jd
6 2025-07-24 L 7401.67 ... -0.008467 l2509 l
7 2025-07-24 V 4918.0 ... 0.058764 v2509 v
8 2025-07-24 PP 7295.0 ... -0.020014 pp2509 pp
9 2025-07-24 JM 1321.25 ... -0.117502 jm2509 jm
10 2025-07-24 I 800.44 ... 0.013817 i2509 i
11 2025-07-24 EG 4443.33 ... 0.005777 eg2509 eg
12 2025-07-24 EB 7744.0 ... -0.043647 eb2509 eb
13 2025-07-24 PG 4750.0 ... -0.159158 pg2509 pg
14 2025-07-24 LH 14380.0 ... -0.002434 lh2509 lh
15 2025-07-24 BZ 5878.67 ... 0.058233 bz2603 bz
16 2025-07-24 CF 15573.5 ... -0.090763 CF509 CF
17 2025-07-24 SR 6043.33 ... -0.031494 SR509 SR
18 2025-07-24 TA 4831.34 ... -0.003589 TA509 TA
19 2025-07-24 OI 9590.0 ... -0.013347 OI509 OI
20 2025-07-24 MA 2459.17 ... 0.002371 MA509 MA
21 2025-07-24 FG 1216.0 ... 0.037007 FG509 FG
22 2025-07-24 RM 2630.0 ... 0.028897 RM509 RM
23 2025-07-24 SF 5452.86 ... 0.056693 SF509 SF
24 2025-07-24 SM 5710.0 ... 0.03993 SM509 SM
25 2025-07-24 CY 23450.0 ... -0.132196 CY509 CY
26 2025-07-24 UR 1832.5 ... -0.027558 UR509 UR
27 2025-07-24 SA 1272.5 ... 0.071906 SA509 SA
28 2025-07-24 PF 6599.17 ... -0.019271 PF509 PF
29 2025-07-24 PX 7250.0 ... -0.048 PX509 PX
30 2025-07-24 SH 861.0 ... 2.095238 SH509 SH
31 2025-07-24 PR 6052.5 ... -0.0057 PR509 PR
32 2025-07-24 CU 79820.0 ... 0.000251 cu2509 cu
33 2025-07-24 AL 20856.67 ... -0.005834 al2509 al
34 2025-07-24 ZN 22852.0 ... 0.005601 zn2509 zn
35 2025-07-24 PB 16768.75 ... 0.007231 pb2509 pb
36 2025-07-24 NI 125000.0 ... -0.00768 ni2509 ni
37 2025-07-24 SN 273025.0 ... 0.003278 sn2509 sn
38 2025-07-24 AU 787.99 ... -0.004784 au2510 au
39 2025-07-24 AG 9420.0 ... 0.000106 ag2510 ag
40 2025-07-24 RB 3349.5 ... -0.020749 rb2510 rb
41 2025-07-24 WR 3497.5 ... 0.013867 wr2510 wr
42 2025-07-24 HC 3476.67 ... -0.010835 hc2510 hc
43 2025-07-24 FU 5275.0 ... -0.457441 fu2509 fu
44 2025-07-24 BU 3700.0 ... -0.030541 bu2509 bu
45 2025-07-24 RU 15291.67 ... -0.009918 ru2509 ru
46 2025-07-24 SP 5966.67 ... -0.097319 sp2509 sp
47 2025-07-24 SS 13030.0 ... -0.00921 ss2509 ss
48 2025-07-24 BR 12140.0 ... -0.007002 br2509 br
49 2025-07-24 SI 10180.0 ... -0.049116 SI2509 si
50 2025-07-24 LC 68833.33 ... 0.083196 LC2509 lc
51 2025-07-24 PS 46666.67 ... 0.1175 PS2509 ps
[52 rows x 15 columns]
2025-07-25 18:26:06,943 - future_1d - INFO - save future_spot 2025-07-24 completed
2025-07-25 18:26:15,008 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-25, end_day=2025-07-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-25 C 2332.86 ... -0.008084 c2509 c
1 2025-07-25 A 4295.0 ... -0.016764 a2509 a
2 2025-07-25 M 2964.0 ... 0.02058 m2509 m
3 2025-07-25 Y 8414.0 ... -0.030188 y2509 y
4 2025-07-25 P 9016.0 ... -0.003549 p2509 p
5 2025-07-25 JD 3440.0 ... 0.055233 jd2509 jd
6 2025-07-25 L 7450.0 ... -0.001477 l2509 l
7 2025-07-25 V 5024.0 ... 0.053145 v2509 v
8 2025-07-25 PP 7295.0 ... -0.012337 pp2509 pp
9 2025-07-25 JM 1321.25 ... -0.064144 jm2509 jm
10 2025-07-25 I 800.44 ... -0.00055 i2509 i
11 2025-07-25 EG 4448.33 ... 0.018135 eg2509 eg
12 2025-07-25 EB 7736.0 ... -0.029731 eb2509 eb
13 2025-07-25 PG 4762.5 ... -0.152336 pg2509 pg
14 2025-07-25 LH 14370.0 ... 0.004523 lh2509 lh
15 2025-07-25 BZ 5918.67 ... 0.068821 bz2603 bz
16 2025-07-25 CF 15557.5 ... -0.085329 CF509 CF
17 2025-07-25 SR 6046.67 ... -0.028225 SR509 SR
18 2025-07-25 TA 4874.84 ... 0.005571 TA509 TA
19 2025-07-25 OI 9590.0 ... -0.015537 OI509 OI
20 2025-07-25 MA 2481.67 ... 0.007386 MA509 MA
21 2025-07-25 FG 1256.0 ... 0.070064 FG509 FG
22 2025-07-25 RM 2630.0 ... 0.019772 RM509 RM
23 2025-07-25 SF 5511.43 ... 0.086107 SF509 SF
24 2025-07-25 SM 5850.0 ... 0.06188 SM509 SM
25 2025-07-25 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-25 UR 1825.0 ... -0.014795 UR509 UR
27 2025-07-25 SA 1315.0 ... 0.088213 SA509 SA
28 2025-07-25 PF 6637.08 ... -0.010408 PF509 PF
29 2025-07-25 PX 7250.0 ... -0.031448 PX509 PX
30 2025-07-25 SH 861.0 ... 2.075494 SH509 SH
31 2025-07-25 PR 6102.5 ... -0.002376 PR509 PR
32 2025-07-25 CU 79538.33 ... -0.002619 cu2509 cu
33 2025-07-25 AL 20730.0 ... 0.000965 al2509 al
34 2025-07-25 ZN 22756.0 ... 0.003911 zn2509 zn
35 2025-07-25 PB 16818.75 ... 0.005425 pb2509 pb
36 2025-07-25 NI 124916.67 ... -0.011581 ni2509 ni
37 2025-07-25 SN 271437.5 ... -0.00047 sn2509 sn
38 2025-07-25 AU 775.89 ... 0.001869 au2510 au
39 2025-07-25 AG 9361.67 ... 0.001103 ag2510 ag
40 2025-07-25 RB 3369.0 ... -0.015732 rb2510 rb
41 2025-07-25 WR 3497.5 ... 0.027019 wr2510 wr
42 2025-07-25 HC 3476.67 ... 0.000095 hc2510 hc
43 2025-07-25 FU 5275.0 ... -0.451185 fu2509 fu
44 2025-07-25 BU 3700.0 ... -0.025135 bu2509 bu
45 2025-07-25 RU 15633.33 ... -0.011407 ru2509 ru
46 2025-07-25 SP 5966.67 ... -0.085922 sp2509 sp
47 2025-07-25 SS 13030.0 ... -0.007291 ss2509 ss
48 2025-07-25 BR 12200.0 ... 0.009836 br2509 br
49 2025-07-25 SI 10180.0 ... -0.048134 SI2509 si
50 2025-07-25 LC 69833.33 ... 0.137852 LC2509 lc
51 2025-07-25 PS 46666.67 ... 0.124357 PS2509 ps
[52 rows x 15 columns]
2025-07-25 18:26:15,183 - future_1d - INFO - save future_spot 2025-07-25 add
2025-07-25 18:26:15,190 - future_1d - INFO - 0 ... 4
date 2025-07-25 ... 2025-07-25
variety C ... P
spot_price 2332.86 ... 9016.0
near_contract c2509 ... p2508
near_contract_price 2314.0 ... 8894.0
dominant_contract c2509 ... p2509
dominant_contract_price 2314.0 ... 8984.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -18.86 ... -122.0
dom_basis -18.86 ... -32.0
near_basis_rate -0.0081 ... -0.0135
dom_basis_rate -0.0081 ... -0.0035
symbol c2509 ... p2509
comd c ... p
created_at 2025-07-25 18:26:15.140303 ... 2025-07-25 18:26:15.140303
updated_at 2025-07-25 18:26:15.140668 ... 2025-07-25 18:26:15.140668
[17 rows x 5 columns]